cctabs
Self-aware Claude Code across terminal tabs. The CLI I built so one Claude can spawn and coordinate ten more. Also the engine behind AgentHerder, the practice.
Bio
Fredrik Wollsén is an Agentic Software/Growth Engineer — 22 years as a professional software engineer, the last decade uncovering how AI can be genuinely useful, personally and professionally. By profession an “Agent Herder,” he orchestrates 12–15 parallel Claude Code sessions every day through cctabs, a CLI he built for the job. Founder of Remember This — a local-first capture layer that turns photos, voice memos and daily artifacts into markdown AI can reason over — and of My Transcriber, a free local transcription app. Today he’s AI Engineer Principal Tech Lead at F‑Secure, coaching a 4‑engineer team that’s been operating AI‑native since August 2025 — exploring which bottlenecks matter when developer speed no longer does. Previously Claude Code Coach at DNV Cyber (2024–April 2026), and before that Mozilla Research (web measurement).
Now
Coaching & consulting
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AI Engineer Principal Tech Lead at F‑Secure, coaching a 4‑engineer team that’s been operating AI‑native since August 2025 — sustaining 210–450 PRs/month against shipping product, with each engineer running 8–20 parallel Claude Code work streams.
Shipping
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Augmented Mind Bootcamp (Walk → Run for engineering teams) and Augmented Mind Course (free, self-paced version of the same six weeks) live at augmentedmind.io. Sister program AgentHerder Bootcamp (Run → Fly) live at agentherder.com.
Products
Remember This
AI for Life. An async, local‑first capture layer — photos, voice memos, receipts, lab results — turned into markdown any AI can reason over. Your life, yours to keep.
My Transcriber
Every voice memo, transcribed. Every time. Free, local, 99+ languages. The boring piece of infrastructure underneath everything else.
AgentHerder
The practice of orchestrating fleets of AI coding agents. Written down. Currently a landing page; a certification track is in the works.
Writing
I write about AI‑native engineering, parallel agent practice, and what happens to software when dev speed stops being the bottleneck — at Positively Fred.
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The AI‑Native Engineering Playbook — how I actually work with 12–15 Claude Code sessions in parallel.
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Augmented Mind Course — the full six-week AI‑native engineering curriculum, free and self-paced. The same path the paid Bootcamp walks teams through.
Past work
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Panelist, GOSIM AI Vision Forum Paris 2026 — Panel 1, “Agentic AI Systems: Human–AI Symbiosis.”
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Claude Code Coach — coached engineering teams on AI‑native software engineering practices. Engagement concluded April 2026.
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Web measurement engineer. Co‑author of the WWW 2020 peer‑reviewed paper The Representativeness of Automated Web Crawls as a Surrogate for Human Browsing (WWW ’20, ACM).
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Independent and startup engineering work across data‑for‑good (Gapminder), adtech (Adoveo / NeamTime), and indie fintech (Clerk). Bridge between the pre‑LLM era and where I am now.